Job Description

Expert Data Scientist - (2400004D) Expert Data Scientist


Location: Bangalore, India


About Radware:



Radware is a global leader in cyber security and application delivery solutions, providing innovative and robust products to protect and optimize digital experiences. We are committed to delivering cutting-edge technology and solutions to meet the complex needs of our customers.


Job Summary:



We are seeking a highly skilled and experienced Data Scientist to join our Bot-Manager machine leaning team. Ideal candidate will play a pivotal role in identifying, analysing & mitigation the cyber-attacks.


This role majorly involves applying machine learning, deep learning & LLMs over large security dataset to enhance the overall security posture.


As this is a senior level position, candidate will also be working with cross-functional teams & contribute to the strategic goals of the organization.




Key Responsibilities:


1. AI For Cybersecurity


• Analyse large, complex security datasets to identify patterns and anomalies related to web application attacks.


• Explore & develop machine learning & AI models to detect web application attacks in near real-time.


• Finetuning & refining algorithm to achieve better performance.


• Develop dashboards and visualizations to monitor and report on key metrics.


• Working with security operation teams to identify & implement data-driven automations for faster response.


• Identify & develop new cyber security initiatives using GenAI.


2. Research and Innovation


• Conduct research to identify new methods for detecting and mitigating cyber threats.


• Stay current with the latest advancements in machine learning and cybersecurity.


3. Collaboration and Communication


• Collaborate with cross-functional teams & different stakeholders to understand requirements & deliver solutions.


• Communicate findings and insights effectively to technical and non-technical stakeholders.
• Train and mentor junior team members.


Qualifications and Skills:


Educational Background:


• Bachelor's or Master's degree in Data Science, Computer Science, Statistics, Mathematics, or related field.


• PhD is a plus.

Technical Skills:


• 5+ years of experience in data science, analytics, or a related field.


• Proficiency in programming languages such as Python and SQL.


• Experience with data analysis tools & machine learning libraries and frameworks (e.g., Pandas, Scikit-learn, TensorFlow, PyTorch).


• Experience with LLM ecosystem & frameworks (eg. OpenAI, Llama3, Langchain)


• Experience with data visualization tools & libraries.
• Experience in cloud platforms such as AWS, Azure, or Google Cloud.


• Knowledge of big data technologies (e.g., Google Bigquery, Hadoop, Spark).


• Proven track record of developing and deploying scalable data-driven solutions.


• Strong analytical skills with the ability to interpret complex data sets.


• Knowledge of cloud platforms & technologies (e.g., AWS, Azure, GCP) is a plus.


• Experience in the cybersecurity domain is a plus.




Soft Skills:


• Strong analytical and problem-solving skills.


• Effective communication, presentation & teamwork abilities.


• Ability to work in a fast-paced and dynamic environment.

Primary Location: IN-IN-Bengaluru
Work Locations: Radware Shield Square India, Bengaluru Shree Arcade, #1391/16/1 3rd Floor, 19th Main roadHSR Layout, Sector 4 Bengaluru 560102
Job: Software